Low-carbon agriculture is essential for protecting the global climate and sustainable agricultural economics. Since China is a predominantly agricultural country, the adoption of low-carbon agricultural technologies by local farmers is crucial. The past literature on low-carbon technologies has highlighted the influence of demographic, economic, and environmental factors, while the psychological factors have been underexplored. A questionnaire-based approach was used to assess the psychological process underlying the adoption of low-carbon agricultural technologies by 1,114 Chinese rice farmers in this paper, and (...) structural equation modeling (SEM) was empirically employed to test our theoretical model. (shrink)

This study focused on the farmers’ satisfaction and its influencing determinants under the implementation of Rice Tariffication Law (RTL) in Leyte, Philippines. Currently, very limited studies are available in literature regarding the Law. Hence, this study is conducted to evaluate the farmers’ satisfaction while experiencing the Law. With the aid of probabilistic sampling method, the study employed 169 rice farmers as the participants. A developed questionnaire was used to gather primary data and analyzed using descriptive statistics and econometric (...) modelling. Results showed that the farmers’ actual satisfaction is relatively lower compared to expected satisfaction. This is due to negative effects of RTL. The study documented a significant socio-demographic determinants of satisfaction in farming, namely: gender, marital status, education and rice farm ownership. Income from rice farming has inverse effect on satisfaction. Farmers with high income also experience high expenses in agricultural inputs which negatively affects their well-being. A low other monthly income of farmers has a chance of being satisfied in rice farming. Satisfied farmers spend more time in farming and results to higher opportunity cost for other income activities. Furthermore, household consumption, household assets, and household expense positively affects satisfaction of farmers due to the benefits and comfort. (shrink)

A Comprehensive Analysis of the Rice Tariffication Law: Economic, Political, and Social Perspectives -/- Introduction -/- The Rice Tariffication Law (Republic Act No. 11203), signed into law in 2019, represents one of the most significant agricultural reforms in the Philippines in recent decades. Spearheaded by Senator Cynthia Villar, the legislation sought to liberalize rice importation, replacing quantitative restrictions with tariffs, while establishing mechanisms to enhance the competitiveness of local rice farmers. While the law has garnered praise (...) for its structural reforms and market-oriented approach, it has also faced criticism for its immediate adverse effects on the local farming sector. This paper provides a comprehensive analysis of the Rice Tariffication Law, examining its economic, political, and social implications, as well as its long-term consequences. -/- Economic Analysis -/- Advantages -/- One of the key economic benefits of the Rice Tariffication Law is the stabilization and reduction of rice prices, which directly benefits millions of Filipino consumers. By allowing private traders to import rice with a 35% tariff for ASEAN countries, the market became more competitive, contributing to lower inflation and greater food affordability. -/- Additionally, the law established the Rice Competitiveness Enhancement Fund (RCEF), which allocates a minimum of PHP 10 billion annually to support the local rice industry. These funds are used for farm mechanization, development and distribution of high-yielding seeds, credit access, and farmer education and training. Furthermore, the reform has helped align the Philippines with its World Trade Organization (WTO) commitments, promoting a rules-based and liberalized trade regime. -/- Disadvantages -/- Despite these advantages, the law has led to significant economic challenges, particularly for small-scale rice farmers. The influx of cheaper imported rice has depressed local farmgate prices, reducing the income and profitability of Filipino rice producers. Moreover, the implementation of RCEF has been marred by delays and inefficiencies, with many farmers yet to receive the intended support. Another economic risk is the increasing dependence on rice imports, which could jeopardize national food security in times of global supply disruptions. -/- Political Analysis -/- Advantages -/- Politically, the Rice Tariffication Law represents a move towards compliance with international trade agreements, fulfilling longstanding WTO obligations. It also positions the government as committed to structural reforms that aim to improve efficiency and reduce corruption and fiscal burden associated with the National Food Authority (NFA). -/- Disadvantages -/- However, the law has been criticized for favoring large agribusinesses and rice importers over smallholder farmers. Allegations of conflict of interest and political favoritism have surfaced, particularly against lawmakers with business ties to agriculture. The resulting backlash from farmer groups and advocacy organizations has created political challenges, casting doubts on the government’s commitment to inclusive development. -/- Social Analysis -/- Advantages -/- From a social perspective, the reduction in rice prices benefits low-income households who spend a substantial portion of their income on food. The RCEF, if effectively implemented, has the potential to transform rural communities by providing farmers with tools and knowledge to increase productivity and resilience. -/- Disadvantages -/- Conversely, the law has contributed to increased rural poverty and distress among farmers who are unable to compete with imported rice. Reports of worsening livelihoods, farmer displacement, and even mental health issues have raised serious concerns about the law’s social impact. Moreover, the erosion of traditional farming practices and community cohesion threatens the cultural fabric of agricultural societies. -/- Long-Term Implications -/- In the long term, the Rice Tariffication Law could lead to a more competitive and modernized rice industry, provided that RCEF is effectively managed and equitably distributed. However, if current issues persist, the Philippines may face a decline in domestic rice production, overdependence on imports, and increased vulnerability to external shocks. -/- Comprehensive Solution -/- To address the multifaceted challenges posed by the Rice Tariffication Law, a comprehensive and integrated solution must be pursued: -/- 1. Immediate Economic Relief for Farmers -/- Provide direct cash assistance to rice farmers affected by the decline in farmgate prices. -/- Implement a guaranteed minimum support price to stabilize farmers’ income during periods of import surges. -/- 2. Accelerated and Transparent RCEF Implementation -/- Establish a public monitoring and evaluation system to track fund disbursement and project outcomes. -/- Ensure equitable distribution of farm equipment, seeds, and training by prioritizing marginalized and smallholder farmers. -/- 3. Strategic Import Management -/- Introduce flexible tariff mechanisms that adjust based on local supply and global price volatility. -/- Maintain a buffer stock policy through a restructured and reformed NFA that purchases directly from local farmers. -/- 4. Agricultural Modernization and Sustainability -/- Promote climate-resilient and sustainable rice farming techniques to improve yields. -/- Increase investments in research and development tailored to Filipino rice varieties and local conditions. -/- 5. Institutional and Legal Reforms -/- Amend the law to include safeguards against the adverse impacts of liberalization. -/- Strengthen farmer cooperatives and institutions to enhance collective bargaining and market access. -/- 6. Social Protection and Capacity Building -/- Expand access to affordable credit, insurance, and health services in rural areas. -/- Integrate financial literacy and entrepreneurial training into agricultural extension programs. -/- 7. Balanced Policy Governance -/- Involve farmer organizations, local governments, and civil society in policymaking and monitoring. -/- Promote transparency and accountability to restore trust in agricultural governance. -/- Conclusion -/- The Rice Tariffication Law is a complex and multifaceted policy with both commendable goals and serious drawbacks. While it has succeeded in lowering rice prices and initiating structural reforms, its uneven implementation and negative impact on small farmers highlight the need for continuous policy adjustments. A balanced approach that supports both consumer welfare and farmer sustainability is essential to ensure that the law fulfills its intended objectives without compromising national food security or social equity. The proposed comprehensive solution aims to reconcile these competing priorities and foster a more inclusive and resilient agricultural system in the Philippines. -/- . (shrink)

Nitrogen fertilizers have long been credited with enhancing crop yields in South Asia, a region where rice farming supports food security for hundreds of millions. However, new research published in Nature Sustainability reveals a major inefficiency in current practices: over half of rice farmers (55%) in the region apply excessive nitrogen, leading to environmental degradation and wasted resources without improving harvests.

This study focuses on developing a predictive model for classifying various crops based on key environmental factors such as soil composition and weather conditions. By integrating critical soil parameters, including Nitrogen, Phosphorus, Potassium, and pH, with weather variables like Temperature, Humidity, and Rainfall, the model aims to predict the most suitable crops for specific regions. The approach utilizes a Random Forest Classifier, enhanced through a Genetic Algorithm (GA) for optimizing hyperparameters, thereby improving the model's performance and adaptability to diverse agricultural (...) conditions. The hybrid model is designed to handle complex datasets and offer accurate classifications for multiple crops, including rice, maize, and jute. To ensure transparency and interpretability, the model incorporates Explainable AI (XAI) techniques, such as LIME and SHAP, which provide insights into the decision-making process. This allows users, such as farmers and policymakers, to understand the key factors influencing crop classification. By combining machine learning and optimization techniques, the system offers an effective tool for crop prediction, helping to reduce risks, increase agricultural productivity, and support sustainable farming practices. Ultimately, the model aims to enhance decision-making, mitigate crop failures, and contribute to food security and economic stability in agriculture-dependent regions. (shrink)

As global business operations expand, managers need more knowledge of foreign cultures, in particular, information on the ethics of doing business across borders. The purpose of this paper is twofold: to share the Islamic perspective on business ethics, little known in the west, which may stimulate further thinking and debate on the relationships between ethics and business, and to provide some knowledge of Islamic philosophy in order to help managers do business in Muslim cultures. The case of Egypt illustrates some (...) divergence between Islamic philosophy and practice in economic life. The paper concludes with managerial implications and suggestions for further research. (shrink)

Moral philosophers generally regard pacifism with disdain. Forty years ago, Jan Narveson called it a "bizarre and vaguely ludicrous" doctrine, and that assessment is, in some form or other, still common today. Few contemporary ethicists self-identify as pacifists, and in peace and war studies, just war theory is now the standard. That standard perpetuates the stereotype of pacifism as naïve and wrongheaded. The only way to make nonviolent commitments respectable under the prevailing view is by subsuming them under just war (...) logic, as in John Lango's recent appeal for nonviolent interventionism. In brief, just war theory dominates the discourse. What makes this dominance problematic is that just war theory systematically misconstrues and caricatures the pacifist position. Pacifist commitments can only be properly understood when the lenses of just war theory are put aside. Only then is it possible to understand why pacifism appears ridiculous in the literature. Straw men usually do. (shrink)

According to many accounts of faith—where faith is thought of as something psychological, e.g., an attitude, state, or trait—one cannot have faith without belief of the relevant propositions. According to other accounts of faith, one can have faith without belief of the relevant propositions. Call the first sort of account doxasticism since it insists that faith requires belief; call the second nondoxasticism since it allows faith without belief. The New Testament may seem to favor doxasticism over nondoxasticism. For it may (...) seem that, according to the NT authors, one can have faith in God, as providential, or faith that Jesus is the Messiah, or be a person of Christian faith, and the like only if one believes the relevant propositions. In this essay, I propose to assess this tension, as it pertains to the Gospel of Mark. The upshot of my assessment is that, while it may well appear that, according to Mark, one can have faith only if one believes the relevant propositions, appearances are deceiving. Mark said no such thing. Rather, what Mark said—by way of story—about faith fits nondoxasticism at least as well as doxasticism, arguably better. More importantly, the account of faith that emerges from Mark is that faith consists in resilience in the face of challenges to living in light of the overall positive stance to the object of faith, where that stance consists in certain conative, cognitive, and behavioral-dispositional elements. (shrink)

In response to its current crisis, scholars call for the revitalisation of democracy through democratic innovations. While they make ample use of life metaphors describing democracy as a living organism, no comprehensive understanding of ‘life’ has been established within democratic theory. The Black Lives Matter (BLM) movement articulates the urgency of refocusing on life and its meaning through radical democratic practice. This article employs a grounded theory approach, enriched with participatory methods, to develop a radical democratic concept of life in (...) conversation with BLM. It conceptualises life as the existence of a perspective that constantly transforms through its fundamental interconnectedness. Building on this concept, the article outlines four principles of a living democracy that go beyond the revitalisation discourse. A living democracy (1) safeguards the existence of all humans and nonhumans, (2) nurtures a diversity of perspectives, (3) fosters social and planetary connectivity, and (4) enables self- and collective transformation. (shrink)

(Report assembled for the Workshop of the AMIA Working Group on Formal Biomedical Knowledge Representation in connection with AMIA Symposium, Washington DC, 2005.) Best practices in ontology building for biomedicine have been frequently discussed in recent years. However there is a range of seemingly disparate views represented by experts in the field. These views not only reflect the different uses to which ontologies are put, but also the experiences and disciplinary background of these experts themselves. We asked six questions related (...) to biomedical ontologies to what we believe is a representative sample of ontologists in the biomedical field and came to a number conclusions which we believe can help provide an insight into the practical problems which ontology builders face today. (shrink)

Abstract: Rice, as a paramount staple crop worldwide, sustains billions of lives. Precise classification of rice types holds immense agricultural, nutritional, and economic significance. Recent advancements in machine learning, particularly Artificial Neural Networks (ANNs), offer promise in enhancing rice type classification accuracy and efficiency. This research explores rice type classification, harnessing neural networks' power. Utilizing a rich dataset from Kaggle, containing 18,188 entries and key rice grain attributes, we develop and evaluate a neural network model. (...) Our neural network, featuring a single hidden layer, achieves remarkable results—a staggering 100% accuracy and a minute average error rate of 0.000001. Beyond performance metrics, we delve into the intricacies of rice type classification through feature importance analysis. The most influential features—'id,' 'Area,' 'MajorAxisLength,' 'MinorAxisLength,' 'Eccentricity,' 'ConvexArea,' 'EquivDiameter,' 'Extent,' 'Perimeter,' 'Roundness,' and 'AspectRatio'—uncover the physiological traits underpinning accurate rice classification. This research contributes to advancing rice classification methods and highlights the potential of ANNs in optimizing agricultural practices, ensuring food safety, and bolstering global trade. (shrink)

Abstract: Rice is one of the most important staple crops in the world and serves as a staple food for more than half of the global population. It is a critical source of nutrition, providing carbohydrates, vitamins, and minerals to millions of people, particularly in Asia and Africa. This paper presents a study on using deep learning for the classification of different types of rice. The study focuses on five specific types of rice: Arborio, Basmati, Ipsala, Jasmine, (...) and Karacadag. A dataset of 75,000 images was collected and annotated, consisting of 15,000 images for each of the five types of rice. The deep learning system uses convolutional neural networks (CNNs) to classify images of rice grains based on their physical characteristics. The performance of the deep learning system was evaluated using metrics such as accuracy, precision, recall, and F1-score. The results show that the proposed deep learning system was able to achieve high accuracy in classifying the different types of rice, outperforming traditional image processing techniques. This study provides valuable insights into the potential of deep learning for classifying different types of rice and can be useful for applications such as quality control in rice processing industries and research in crop science. The large size of the dataset, 15,000 images for each type of rice, helped the deep learning system to learn the features of each type of rice, and increase the performance of the classifier. The attained overall accuracy of the proposed model (99.96%), Precision (99.96%), Recall (99.96%) and F1-score (99.96%). Thus, the proposed model proved that it leaned the five categories of rice and it can generalize these categories and it is effective. (shrink)

A current advance within the agricultural industry is the use of genetic engineering to produce novel crops for food production. This technology raises questions about how societies should position themselves with respect to genetically modified (GM) crop development and implementation; namely, how should the potentials and risks of this technology be evaluated? We argue that current methods to evaluate the risks and benefits of GM crops are inadequate and not conducive to the strategic development of this technology, where a way (...) to ameliorate technology assessments for GM crops is to include farmers in the research process of evaluating these crops prior to their commercialization. However, particularities concerning the ethical status of such research require special consideration and vigilance. For example, in such technology assessment initiatives, farmers would occupy both the roles of research participant and research investigator. Other particularities surface due to factors related to the nature of GM crops. These particularities are examined with reference to concepts drawn from the field of research ethics, namely informed consent, compensatory decisions, and issues of participant inclusion/exclusion. (shrink)

With the rising poverty in the Philippines, Filipino farm workers in Agusan del Sur faced distinctive challenges in their homes and working environment. This study aimed to discuss Filipino farm workers’ lived experiences, challenges, and coping mechanisms. Filipino farm workers shared their experiences that tapped into their psychological aspects. Mainly, the problem was stress, worry, and frustration centered on poverty and educational attainment. Some farm workers were likely unaware of the main problem that prolonged their hardships. Still, most have managed (...) to fortify their mental health. This report indicates that most Filipino farm workers in Agusan del Sur have a healthy psychological well-being. However, this statement does not change the intensity of their struggle to survive. (shrink)

There has been growing interest in the evaluation of research projects in Africa because of the quantum of funding devoted to research by governmental and non-governmental organizations. One area that has received a lot of research funding is farmer-herder conflicts due to its high impact on peace, security and development on the continent. This paper evaluates a Danida-funded research project in the Ashanti Region of Ghana dubbed “Access-Authority Nexus in Farmer-Herder Conflicts (AAN Project)”. Primary data was collected from (...) 46 project stakeholders during a project review meeting. Each stakeholder responded to a questionnaire distributed to them and later explained for them to have a common understanding of it before providing responses. The OECD DAC Network on Project Development Assessment Framework was adapted to evaluate the project success. Stakeholders’ perceived project success was evaluated using Perception Index while project success criteria were assessed using correlation analysis. The results show that stakeholders perceived the AAN project to be effective in achieving its objectives of investigating the formation and erosion of access associated with the conflicts, capacity building and information dissemination to stakeholders. They also perceived it to be relevant to farmer-herder peaceful co-existence, and coherent with other existing interventions in the conflict area. The results further show that stakeholders recognized the project to have impacted positively on the number of conflict cases and their effects on livelihoods and state building Overall, they rated the project’s achievements as sustainable. The implication of the findings is that research is still necessary for the effective management of the farmer-herder conflicts despite the numerous research work already done on it. (shrink)

Marc Lange has recently raised three objections to the account of minimal model explanations offered by Robert Batterman and Collin Rice. In this article, I suggest that these objections are misguided. I suggest that the objections raised by Lange stem from a misunderstanding of the what it is that minimal model explanations seek to explain. This misunderstanding, I argue, consists in Lange’s seeing minimal model explanations as relating special types of models to particular target systems rather than seeing minimal (...) model explanations as looking to explain robust patterns of behavior that are exhibited by a variety of physically diverse systems. (shrink)

The story is written as a dialogue between a farmer and a politician. In response to the politician's indignity toward the farmer, the farmer explains his philosophy regarding ethics in contemporary society and its inevitable impossibility.

In an attempt to contribute to the discussion of the philosophy of agriculture, this paper introduces a preliminary philosophical discourse on the views of the farmers of the Municipality of San Francisco, Southern Leyte. It seeks to philosophize from the vantage point of the farmers. It uses thematic analysis from the face-to-face interview with the selected farmers. Then, it purposefully integrates a method, which I call, "Philosophizing from"-a process of philosophical discourse that proceeds from the views of the participants. The (...) result of inquiry leads to the recognition of the condition, challenges, and continuity in the life of the farmers. Thus, this preliminary investigation acknowledges the reality of agricultural life expressed from the farmer's perspective. (shrink)

This study was designed to develop snacks utilizing composite flour blends of African yam beans and African rice, focusing on their proximate composition and sensory qualities. Flours were produced from African yam beans and African rice grains. The composite flours of African yam bean and African rice were formulated using different ratios specified as BSA, BSB, BSC, BSD, BSE, DOA, DOB, DOC, DOD and DOE. The proximate composition and sensory properties of the flour samples were determined using (...) standard methods. Proximate results showed significant (P< 0.05) increase in protein (9.50 – 11.52%), Fiber (0.88 – 1.75%), ash (1.94 – 5.00%) and Carbohydrate (73.71 – 79.08%) and significantly decrease (P<0.05) in fat ((8.00 – 2.19%), and moisture (7.40 – 3.97%) for biscuits. While an increase in protein (12.63 – 9.75%), fiber (0.48 – 2.10%) and carbohydrate (73.41 – 60.82%) but decrease in moisture (12.80 – 6.59%) ash (3.00 – 1.48%) and fat (12.00 – 8.02%) was observed in doughnut samples. Sensory results showed that the panelist liked the snacks prepared from the blends; however, the control snack samples were most preferred. To enhance consumer appeal, the composite snacks with lower ratings (BSB and DOD) needs improvement. In order to improve food security and support sustainable livelihoods in Nigeria, this study recommends employing these indigenous crops to make nutritious snack options. (shrink)

Dōgen has been described as a social reformer based on his more “enlightened” attitude towards women, inviting women students into his sangha and advocating for more egalitarian views of gender (Eido Frances Carney, Receiving the Marrow: Teachings on Dōgen by Soto Zen Women Priests (2012), p. xi). In this chapter, I describe how contemporary Western Zen women and their allies have understood Dōgen’s texts as a tool of personal and social transformation through examination of work by Zen practitioners such as (...) Greenwood’s Bow First (2018), Carney’s Receiving the Marrow (2012), Schireson’s Zen Women (2009), and Glassman and Fields’ Instructions to the Cook (1996). In particular, I posit that Zen women have expressed the practical nature of Dōgen’s philosophy for contemporary non-monastics, showing how to de-center oneself through full participation in the activity of the world. This is in contrast to self-centered preoccupation with individual enlightenment or spiritual attainment. Paradoxically, it is the fact that women have often been confined to social roles that prevent their separation from the minutiae of everyday life that allows them to embody Dōgen’s dictum to “forget the self and be actualized by myriad things.”. (shrink)

social and cultural anthropology on the block in a multicultural context.

Professor Morales’ Coss Dialogue Lecture demonstrates the utility of pragmatism for his work as a social scientist across three projects: 1) field research studying the acephalous and heterogenous social order of Chicago’s Maxwell Street Market; 2) nascent research how unseen religious orders animate the lives of im/migrants and their contributions to food systems; and 3) large-scale longitudinal research on farmers markets using the Metrics + Indicators for Impact (MIFI) toolkit. The first two sections of my paper applaud and build upon (...) Morales’ first two projects, and my extremely brief third section raises some questions about positivist specters that may haunt the MIFI project insofar as it is conceptualized, described, and deployed using the terms favored by mainstream social science. (shrink)

The economy of Bangladesh mainly depends on agriculture. Any development can’t be possible because females and males are equally distributed in the country. Women can play a vital role if they properly participated in farm activities as well as in other income-generating activities outside the home. Rice mills are very much dependent on human labour, and almost 5 millions of unorganised workers are working in different rice mills, and more than 60 per cent of them is a female (...) worker. But the working environment suffers from different discrimination and harassment issues between male and female workers. The present study aimed to find out the socio-economic status of women labour at rice husking mill of Bangladesh. Discrimination between male and female workers and the factor affecting the standard of living of women’s household will be focused. The study was carried out in two districts namely Mymensingh and Sherpur. From each district, rice husking mill was selected by using a cluster sampling technique, and 70 male and 70 female labours were considered as a sample. The survey was conducted by direct interviews using a questionnaire. Data generated were analysed by using tabular and statistical techniques. The average family size of the respondents was 4.46, and 57.05% of the participants were females while 42.95% were males in the household and 65.71% of female had no education. 88% of the women’s main occupation was in the rice mill as a daily paid labour. Average wage rate of male and female worker was 184.31 Tk. And 135.95 Tk., respectively. Age, education, number of family member, total land, number of earning member, the wage of women labour and working time and experience were the factors influencing income and living standard of female labours. There were various social violence cases against female labours in the working environment of rice husking mills. In the study area, 93% of female workers get lower wages, 90% of them had no accommodation facility. Besides they did not have sanitation facility (80%), opportunity to take rest at the middle of work (64%) and meal support (71%). (shrink)

This research study assessed the internal functions and external factors affecting the success of farmers' associations (FAs) in Baybay City, Leyte, Philippines, which were registered as vegetable producers. A total of twenty (20) FA officers, 68 FA members and one (1) city agriculture technician comprised the study respondents. Two survey methods were used: the Key Informants Interview (KII) to gather data related to external factors with city agriculture technicians and a structured questionnaire to gather internal factor-related data with FA members (...) and FA officers. Mean, standard deviation, and percentages were used to describe the internal and external factors affecting the FAs. Correlation analysis was also applied to determine the relationship of the internal and external factors to the success of FAs. Results showed that 53% of FAs were 3 to 4 years in existence with an average of 29 members; 68% of them were women. FA members indicated a high satisfaction rate on FAs' functions for providing technical information and provision of inputs. Results revealed that FAs' equity growth rate increased from 32.92% in 2014-2015 to 81.65% in 2017-2018. The study's findings revealed a significant relationship between internal factors, namely leadership, building capacities, cooperation of other organizations and FAs' success. The external factors; namely, political factors (government programs) and economic factors (input costs), significantly affected FAs' success. Hence, human resource mobilization skills need to be additionally built up to stimulate more participation and responsibility from farmers. (shrink)

This note clarifies an error in the proof of the main theorem of “The Ricean Objection: An Analogue of Rice’s Theorem for First-Order Theories”, Logic Journal of the IGPL, 16(6): 585–590(2008).

Conservation Agriculture (CA) is an alternative to the conventional farming system, which is considered a way of achieving climate-smart agriculture. Despite various CA support programs and promotional activities in Bangladesh, a major portion of CA farmers are reluctant to continue CA farming. This research aimed to reveal the extent and difficulties of continuing the practice and the gap between farmers’ knowledge, ability, and performance. To collect data, we conducted a cross-sectional survey of 201 CA-adopting farmers from northern districts, namely Rajshahi, (...) Rangpur, and Dinajpur. Results show that, among all components of CA practices in the area, most of the farmers regularly practice minimum tillage. The results also indicate that average income, access to and availability of machinery, and the knowledge gap are all commonly significant and have a big effect on the three dependent variables: the can-do gap, the know-can gap, and the know gap. The evidence indicates that reducing these gaps requires subsidies for resource-poor farmers and easy access to the machinery needed for CA practice. Public or private investments, or a combination of both, can effectively reduce these gaps. (shrink)

Numerous agricultural wastes are impractically discarded every day, and one of these is rice bran. This study investigated the production of a biodegradable straw made of cassava starch and powdered rice bran. It aimed to determine the effectiveness of the different treatments of Cassava Starch-Rice Bran in terms of water resistance, tensile strength, and biodegradability. An experimental design was used in conducting the study. There were three treatments made in making CSRB straws: the first, with more (...) class='Hi'>rice bran; the second, with the same cassava starch and rice bran ratio; and the third, with more cassava starch. These treatments produced three replicates each. The straws were placed in a dehydrating machine for 24 hours at a temperature of 60° Celsius. The straws were then coated with beeswax after being removed from their respective molders. The CSRB straws were found to be water resistant due to the beeswax coating applied, although it had a weak tensile strength even with the presence of beeswax. The rate of biodegradability of the CSRB straw was fast due to it being made up of organic materials. The results revealed that straws made from Cassava Starch and Powdered Rice Bran are effective in terms of water resistance and biodegradability. (shrink)

FarmSmart is an integrated digital agriculture platform that seeks to empower farmers with data-driven, intelligent decision-making. It brings together six must-have modules such as crop recommendation, fertilizer recommendation, crop disease forecasting, farmer-to-farmer marketplace, live commodity price tracking, and multilingual conversational chatbot into one integrated, easy-to-use solution, specifically designed for rural environments. With the combined strength of machine learning, computer vision, natural language processing, and realtime APIs of government data, FarmSmart is a holistic end-to-end solution for enabling farmers right (...) through the farming process. It includes suggesting the optimal crop in terms of environment and soil, suggesting the application of certain fertilizers, detection of crop disease using leaf image analysis through deep learning algorithms (ResNet-9), and enabling informed decisions regarding the time and place of sale of crops through live mandi price comparison. FarmSmart seeks to maximize productivity and profitability. In addition, the integrated e-commerce platform supports direct farmer-to-farmer transactions for farm produce, equipment, and produce sales and purchases, essentially doing away with intermediary functions. The platform has a multilingual AI chatbot, created by GROQ, that provides conversational assistance and voice assistance, thus improving usability for farmers from different linguistic backgrounds. Lastly, FarmSmart bridges the critical information gap in rural farming communities, increasing precision agriculture, reducing wastage of resources, and improving livelihoods through the integration of modern technology into traditional farming practices. (shrink)

As climate change accelerates, its impacts are hitting mountain regions especially hard [2-4]. In a study spanning ten mountain regions in Central and East Africa, researchers documented how 1,500 smallholder farmers perceive and respond to climatic shifts that threaten their livelihoods and ecosystems [5].

Abstract: Herders and farmers conflicts in Nigeria have enjoyed a lot of construal and different connotations. The confrontations mostly started as farmers and herder’s conflict, then the attacks of suspected Fulani herders, then rustlers and bandits and a lot of others. The mode of attacks and nature of the clashes varies in different times and different places. The conflicts have further opened ways to menace such as the spread of Fulani bandit, the rise of cattle rustlers and other criminalities such (...) as the activities of societal miscreants, and conflict entrepreneurs. All the attacks and confrontations often have negative bearings on people lives, properties, businesses, houses, food and agricultural produces. This study attempted to examine herders and farmers conflicts in Barkin Ladi Local Government Area of Plateau State and how it has affected societal progression. The study generated data from array of both published and unpublished materials such as text books, journal papers, newspapers, magazines, white paper of reports of panel of investigation and commission of inquiry, internet materials, seminar and conference papers and a lot of others. The main instrument used to generate data was interview. In interpreting our data, the relationship between herders and farmers conflicts and development was established at both theoretical and empirical level. Empirically, we used a qualitative and historical method that was critical and analytical in providing descriptive and historical details. This was further complemented by descriptive analysis. It was established that the activities of groups such as the Bigol, bandit and some youth of the Berom who often indulged in cattle rustling is at the heart to the incessant attacks that are witnessing in the Local Government Area . The acts have enjoyed a lot of interpolation and have been eroded and broaden by different vices in the society. It was also found out that the attacks have negative impact on lives and properties, farm products, livestock, food production, business and a lot of others. Conclusion was drawn that the herders and farmers confrontation in Barkin Ladi is a migraine to socio-economic development. Recommendations such as control of borders, good governance, improve policing, religious tolerance and a lot of others were proffered. (shrink)

As part of the European Union’s 2023–2027 Common Agricultural Policy (CAP) reform, new “eco-schemes” were introduced to encourage more environmentally sustainable farming practices. These one-year, flexible contracts are intended to complement the existing, longer-term agri-environment-climate measures (AECMs), which are typically more demanding. A recent study by Anougmar et al. (2025) explores how these policy shifts are perceived by Flemish farmers, offering a nuanced understanding of their preferences, trade-offs, and the broader implications for policy design.

“As time passes, news about the now hotter Earth buzzes through the bird village. […] As Kingfisher casts his gaze upon the events that have unfolded, he can’t help but feel a sense of unease creeping up within him. He decides to collect all the scientific information concerning climate change and greenhouse gas emissions.” -/- —In “GHG Emissions”; The Kingfisher Story Collection.

The study examined constraints to accessing micro credit loan scheme of Bank of Agriculture BOA among farmers in Enugu State, Nigeria Implications for extension service delivery. Purposive and simple random sampling techniques were used in selecting one hundred 100 respondents for the study. Data were collected using structured interview schedule questionnaire and analyzed using frequency, percentage, mean scores and standard deviation. The study revealed that micro credit loan scheme 88.6 were the most patronized among the rural farmers. Others such as (...) ECOWAS, IFAD project and ATHP programme were not patronized at all, probably because the type of projects sponsored by these credit loan scheme are not important to the respondents. The respondents farmers were highly constrained by late release of funds M= 1.27 , grace period too short M= 1. 17 , excessive bureaucracy M= 1. 14 , too short payback period M= 1. 13 , services not regular M= 1. 13 , among others. The Bank of Agriculture staff also noted that they were constrained by late release of approved funds by head quarters of the Bank of Agriculture M= 1.43 , loan diversion M= 1.27 , poor funding of field officers M= 1.20 , lack of awareness by borrowers M= 1.10 and insufficient staff M= 0.93 . The study recommends that adequate awareness campaign on the availability of micro credit loan scheme by Bank of Agriculture should be created in order for the beneficiaries to be knowledgeable about it. It highlights the need for approval of more funds under the scheme and timely release of funds when needed especially during planting season in order to enable the farmers to make judicious use of it for optimum productivity. Mbah Evangeline N | Jiriko, R | Agada, M.O. "Constraints to Accessing Micro-Credit and Loan Scheme of Bank of Agriculture among Farmers in Enugu State, Nigeria: Implications for Extension Service Delivery" Published in International Journal of Trend in Scientific Research and Development (ijtsrd), ISSN: 2456-6470, Volume-1 | Issue-4 , June 2017 . (shrink)

Rice is a staple food for more than half of the world’s population, yet its production is increasingly under threat due to climate change, soil degradation, and stagnating yields. As global food security becomes more precarious, researchers are actively seeking sustainable solutions to meet the growing demand while protecting the environment. A recent global study by Yao et al. (2025) offers a compelling strategy: integrating legumes into rice cropping systems.

Part of John Andrew Rice’s legacy, besides being a founder of Black Mountain College, is his vision of what a small liberal arts college curriculum should be. This vision helps shed light on some possible avenues by which to answer the following important questions: What implications do John Dewey’s progressive educational ideas have for experimenting with curricular design at small colleges? Does the college teacher’s struggle for improvement or growth depend on her having a belief that there is an (...) ideal liberal arts college curriculum? Probably the best known of such ready-made curricula is the Great Books Program, which employs a list of classic primary-source texts as the entry point into highly engaged dialogue, scholarship and learning guided by a teacher or tutor. In order to answer these questions, the paper turns to the historical debate between John Dewey and Robert Maynard Hutchins over the relative merits of progressive educational ideals and the Great Books approach. Most who have commented on this debate emphasize the differences between Dewey and Hutchins’ views.[ii] While Dewey emphasized learning through practical problem solving, in a dynamic mix of subject matter and method, Hutchins stressed exposure to and discussion of at least one-hundred primary texts in the Western canon, from Plato and Aristotle to Emerson and J.S. Mill. Hutchins resisted what he saw as the progressive educator’s push to transform the proper end of educating the whole person into training her for a particular vocation. In response, Dewey criticized Hutchins’ insistence that there existed a “hierarchy of truths” and that higher learning should remain aloof to the concerns of everyday life. Few commentators, however, mention the significant areas of agreement between the pedagogical approaches of Dewey and Hutchins, as well as other Great Books scholars. Since Rice praised the ideas of at least one Great Books proponent (Stringfellow Barr of St. John’s College), a more positive reconstruction of the Dewey-Hutchins exchange helps us to see how Dewey’s ideas informed Rice’s vision for the experimental college at Black Mountain—or so I argue.[iii]. (shrink)

The simulation hypothesis has recently excited renewed interest, especially in the physics and philosophy communities. However, the hypothesis specifically concerns {computers} that simulate physical universes, which means that to properly investigate it we need to couple computer science theory with physics. Here I do this by exploiting the physical Church-Turing thesis. This allows me to introduce a preliminary investigation of some of the computer science theoretic aspects of the simulation hypothesis. In particular, building on Kleene's second recursion theorem, I prove (...) that it is mathematically possible for us to be in a simulation that is being run on a computer \textit{by us}. In such a case, there would be two identical instances of us; the question of which of those is ``really us'' is meaningless. I also show how Rice's theorem provides some interesting impossibility results concerning simulation and self-simulation; briefly describe the philosophical implications of fully homomorphic encryption for (self-)simulation; briefly investigate the graphical structure of universes simulating universes simulating universes, among other issues. I end by describing some of the possible avenues for future research that this preliminary investigation reveals. (shrink)

Can investing in women’s agriculture increase productivity? This paper argues that it can. We assess climate and gender bias impacts on women’s production in the global South and North and challenge the male model of agricultural development to argue further that women’s farming approaches can be more sustainable. Level-based analysis (global, regional, local) draws on a literature review, including the authors’ published longitudinal field research in Ghana and the United States. Women farmers are shown to be undervalued and to work (...) harder, with fewer resources, for less compensation; gender bias challenges are shared globally while economic disparities differentiate; breaches of distributive, gender, and intergenerational justices as well as compromise of food sovereignty affect women everywhere. We conclude that investing in women’s agriculture needs more than standard approaches of capital and technology investment. Effective ‘investment’ would include systemic interventions into agricultural policy, governance, education, and industry; be directed at men as well as women; and use gender metrics, for example, quotas, budgets, vulnerability and impacts assessments, to generate assessment reports and track gender parity in agriculture. Increasing women’s access, capacity, and productivity cannot succeed without men’s awareness and proactivity. Systemic change can increase productivity and sustainability. (shrink)

An influential philanthropist, prominent peach farmer, strong political influencer, and founder of Sikh institutions and festivals at Yuba City, S. Didar Singh Bains, has been a globally renowned Punjabi-American of California, Washington, D.C., USA. Starting from scratch, but only with his consistent hard work, perseverance and faith, he rose in prominence and stature in every facet of his life. His ability and will to give back and empower others made Didar the embodiment of the American Dream.

Batterman and Rice ([2014]) argue that minimal models possess explanatory power that cannot be captured by what they call ‘common features’ approaches to explanation. Minimal models are explanatory, according to Batterman and Rice, not in virtue of accurately representing relevant features, but in virtue of answering three questions that provide a ‘story about why large classes of features are irrelevant to the explanandum phenomenon’ ([2014], p. 356). In this article, I argue, first, that a method (the renormalization group) (...) they propose to answer the three questions cannot answer them, at least not by itself. Second, I argue that answers to the three questions are unnecessary to account for the explanatoriness of their minimal models. Finally, I argue that a common features account, what I call the ‘generalized ontic conception of explanation’, can capture the explanatoriness of minimal models. (shrink)

Farmers’ organizations all over the world are very well aware that in order to build and retain a critical mass with sufficient bargaining power to democratically influence local governments and international organizations they will have to unite by identifying common goals and setting aside their differences. After decades of local movements and struggles, farmers’ organizations around the globe found in the concept of “food sovereignty” the normative framework they were long searching for. The broadness of the concept has had a (...) remarkable success in embracing the interests of food producers and consumers from all geographic locations and development levels. (shrink)

Smallholder farmers—those cultivating less than two hectares—account for 84% of farms globally. Despite managing just 11% of the world’s farmland, they produce 35% of global food supplies, underscoring their vital contribution to food security [2]. Yet, in many developing regions, these farmers face growing pressures as average farm sizes continue to shrink due to population growth, land fragmentation, and limited economic opportunities beyond agriculture [3].

Many of the items that humans consume are produced in ways that involve serious harms to persons. Familiar examples include the harms involved in the extraction and trade of conflict minerals (e.g. coltan, diamonds), the acquisition and import of non- fair trade produce (e.g. coffee, chocolate, bananas, rice), and the manufacture of goods in sweatshops (e.g. clothing, sporting equipment). In addition, consumption of certain goods (significantly fossil fuels and the products of the agricultural industry) involves harm to the environment, (...) to future persons, and to current persons in low-lying and developing countries, by way of their impacts on climate change. When it comes to such large-scale harms, it's easy for the individual to feel helpless. Even if she sincerely wishes things were otherwise, she may wonder what she could possibly do to make them so. In this paper I briefly explore several promising avenues for generating duties in individuals to consume ethically, and develop one in particular: that an individual ought to signal her commitments to others, as a first step in collectivizing to act against unjust global labour practices. (shrink)

Background: Food insecurity condition challenges the availability of food, access to food, food supply stability, and food utilization. Food banks play a major role in the food aid sector by distributing donated and purchased groceries directly to food-insecure families, thus significantly impacting food insecurity. On the other hand, school meal programs are implemented in many countries to combat food insecurity among school-aged children. The synergy between school meal programs and food banks has a great potency to combat food insecurity among (...) children effectively. Aim: This study aims to examine the association between experts’ involvement—such as nutritionists, farmers, and private sectors—and community engagement, including parents and others, with the linkage between food banks and school meal programs among implementing countries. Methods: The Bayesian Mindsponge Framework, combining the reasoning strengths of Mindsponge Theory and inference advantages of Bayesian analysis, was employed on a dataset of 126 government representatives who manage large-scale school meal programs in 126 different countries. Results: Findings showed that the involvement of nutritionists and the private sector was positively associated with the linkage between food banks and school meal programs, while farmers’ involvement showed an ambiguous association. The engagement of parents and others also showed an ambiguous relationship with this linkage. Conclusions: Findings underscore the strong need to formulate strategies for increasing the involvement of nutritionists and the private sector to successfully link the food banks with school meal programs in implementing countries, which is crucial for effectively combating food insecurity among school-aged children. (shrink)

The Plant Ontology (PO; http://www.plantontology.org/) is a publicly-available, collaborative effort to develop and maintain a controlled, structured vocabulary (“ontology”) of terms to describe plant anatomy, morphology and the stages of plant development. The goals of the PO are to link (annotate) gene expression and phenotype data to plant structures and stages of plant development, using the data model adopted by the Gene Ontology. From its original design covering only rice, maize and Arabidopsis, the scope of the PO has been (...) expanded to include all green plants. The PO was the first multi-species anatomy ontology developed for the annotation of genes and phenotypes. Also, to our knowledge, it was one of the first biological ontologies that provides translations (via synonyms) in non-English languages such as Japanese and Spanish. There are about 2.2 million annotations linking PO terms to over 110,000 unique data objects representing genes or gene models, proteins, RNAs, germplasm and Quantitative Traits Loci (QTLs) from 22 plant species. In this paper, we focus on the plant anatomical entity branch of the PO, describing the organizing principles, resources available to users, and examples of how the PO is integrated into other plant genomics databases and web portals. We also provide two examples of comparative analyses, demonstrating how the ontology structure and PO-annotated data can be used to discover the patterns of expression of the LEAFY (LFY) and terpene synthase (TPS) gene homologs. (shrink)

Active materials are self-propelled non-living entities which, in some circumstances, exhibit a number of cognitively interesting behaviors such as gradient-following, avoiding obstacles, signaling and group coordination. This has led to scientific and philosophical discussion of whether this may make them useful as minimal models of cognition (Hanczyc, 2014; McGivern, 2019). Batterman and Rice (2014) have argued that what makes a minimal model explanatory is that the model is ultimately in the same universality class as the target system, which underpins (...) why it exhibits the same macrobehavior. We appeal to recent research in basal cognition (Lyon et al., 2021) to establish appropriate target systems and essential features of cognition as a target of modeling. Looking at self-propelled oil droplets, a type of active material, we do not find that organization alone indicates that these systems exhibit the essential features of cognition. We then examine the specific behaviors of oil droplets but also fail to find that these demonstrate the essential features of cognition. Without a universality class, Batterman & Rice’s account of the explanatory power of minimal models simply does not apply to cognition. However, we also want to stress that it is not intended to; cognition is not the same type of behavioral phenomena as those found in physics. We then look to the minimal cognition methodology of Beer (1996, 2020a, b) to show how active materials can be explanatorily valuable regardless of their cognitive status because they engage in specific behaviors that have traditionally been expected to involve internal representational dynamics, revealing misconceptions about the cognitive underpinnings of certain, specific behaviors in target systems where such behaviors are cognitive. Further, Beer’s models can also be genuinely explanatory by providing dynamical explanations. (shrink)

There is no doubt that custard apple diseases are among the important reasons that destroy the Custard Apple plant and its agricultural crops. This leads to obvious damage to these plants and they become inedible. Discovering these diseases is a good step to provide the appropriate and correct treatment. Determining the treatment with high accuracy depends on the method used to correctly diagnose the disease, expert systems can greatly help in avoiding damage to these plants. The expert system correctly diagnoses (...) Custard Apple disease to make it easier for farmers to find the right treatment based on the appropriate diagnosis. Objectives: A specialized syllable language system was established for the diagnosis of Custard Apple plant disease. (shrink)

Understanding how farmers and landholders make decisions about land use is essential for the effective stewardship of natural resources. In a recent comprehensive review, Hanabeth Luke examines how well-designed social surveys can inform policymakers, researchers, and practitioners about the values, motivations, and constraints that influence land management practices.

The mass‐count distinction is a morpho‐syntactic distinction among nouns in English and many other languages. Tree, chair, person, group, and portion are count nouns, which come with the plural and accept numerals such as one and first; water, rice, furniture, silverware, and law enforcement are mass nouns, which lack the plural and do not accept numerals. The morpho‐syntactic distinction is generally taken to have semantic content or reflect a semantic mass‐count distinction. At the center of the semantic mass‐count distinction (...) is, in some way or another, a notion of being one or being a single entity, the basis of countability. There is little unanimity, however, of how the notion of being a single entity is to be understood and thus what the semantic mass‐count distinction consists in. The question of the content of the mass‐count distinction and thus the notion of a single object relates to broader philosophical issues, such as the question whether predicates apply to things as such or things under a part‐structure related perspective, the question whether language involves an ontology at an intermediary level distinct from that of reality or even nonlinguistic cognition, and the question whether the semantics of mass nouns requires different logical tools than the ones used in standard semantic analyses (as has been argued for plurals by proponents of plural logics). In what follows, I will give a general presentation of the phenomenon of the mass‐count distinction as well as an outline of current approaches to the mass‐count distinction that ought to be of particular interest to philosophers. The focus will be on very general features and motivations of semantic theories of the mass‐count distinction which lend themselves to more philosophical discussions, rather than the details of the various formal developments. I will mainly discuss extension‐based and integrity‐based approaches, which have been most widely adopted, but which both face significant challenges. I will briefly mention a third approach, the reference‐based approach, whose aim is to overcome those challenges, by taking mass reference to be more primitive than singular and plural reference and not to be reducible to the latter. (shrink)